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  • Computational Thinking

Computational Thinking Courses

Computational thinking courses can help you learn problem decomposition, pattern recognition, algorithmic design, and abstraction techniques. You can build skills in logical reasoning, data analysis, and effective solution development across various applications, from programming to data science. Many courses introduce tools like Python, Scratch, and various simulation software, demonstrating how these skills can be applied to solve complex problems in fields such as artificial intelligence, robotics, and software development.


Popular Computational Thinking Courses and Certifications


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    Adobe

    Getting started with compositing in Adobe Photoshop

    Skills you'll gain: Storytelling, Adobe Firefly, Marketing Design, Color Theory, Image Quality, Creative Thinking, Creative Problem-Solving

    Beginner · Course · 1 - 4 Weeks

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    O.P. Jindal Global University

    Introduction to Data Science (Public Policy)

    Skills you'll gain: Web Scraping, Research Design, Matplotlib, Data Ethics, Data Collection, Seaborn, Data Science, Data Visualization Software, Histogram, Pandas (Python Package), JSON, Data Analysis, Python Programming, Jupyter, Natural Language Processing, Data Structures, Data Preprocessing

    Build toward a degree

    Beginner · Course · 1 - 3 Months

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    Pearson

    Cisco Certified Support Technician IT Support 100-140 Unit 9

    Skills you'll gain: Remote Access Systems, Desktop Support, Technical Support, Help Desk Support, Data Ethics, Network Troubleshooting, Telecommuting, Information Technology, Collaborative Software, Data Security, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

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    Università di Napoli Federico II

    Machine Learning e Data Mining in R

    Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Artificial Neural Networks, Transfer Learning, Machine Learning, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Modeling

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Adobe

    Getting Started with Adobe Illustrator

    Skills you'll gain: Adobe Illustrator, Document Management, File Management, Adobe Creative Cloud, Graphic and Visual Design, Graphic Design, Graphic and Visual Design Software, Visual Design, Cloud Storage, Workflow Management, Computer Graphic Techniques, Design Strategies, Creative Thinking, Creative Problem-Solving, Scalability

    Beginner · Course · 1 - 4 Weeks

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    Packt

    JTBD Playbook: Align Strategy with Customer Needs

    Skills you'll gain: Design Thinking, Customer experience strategy (CX), Agile Product Development, Product Strategy, Product Management, User Research, Service Design, Value Propositions, Product Roadmaps, Customer Insights, User Story, Innovation, Market Opportunities, Customer Retention, Growth Strategies, Market Analysis

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    DeepSeek Essentials: From Foundations to Real-World Use

    Skills you'll gain: Deepseek, Hugging Face, Large Language Modeling, LLM Application, AI Personalization, ChatGPT, Deep Learning, Open Source Technology, AI Enablement, Model Deployment, Business Modeling, Applied Machine Learning, Analytical Skills, Application Programming Interface (API), Business Process Automation

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Deep Learning with ANN in Python: Build & Optimize

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Data Preprocessing, Model Evaluation, Customer Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Development Environment, Predictive Analytics, Pandas (Python Package), Data Cleansing

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    Rating, 4.8 out of 5 stars
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    Mixed · Course · 1 - 4 Weeks

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    Packt

    JavaScript essentials for Node-RED

    Skills you'll gain: Computational Logic, Object Oriented Programming (OOP)

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    الشبكات العصبونية الالتفافية

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Transfer Learning, Applied Machine Learning, Network Architecture, Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Fundamentals of AI, Machine Learning, and Python Programming

    Skills you'll gain: NumPy, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Artificial Intelligence, Development Environment, Pandas (Python Package), Deep Learning, Classification And Regression Tree (CART), Python Programming, Artificial Neural Networks, Data Manipulation, Tensorflow, Regression Analysis, Machine Learning, Computer Programming, Model Evaluation

    Beginner · Course · 3 - 6 Months

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    Packt

    The Complete Business Analysis Fundamentals Course

    Skills you'll gain: Business Analysis, Agile Methodology, Stakeholder Analysis, Business Planning, Requirements Analysis, Business Requirements, Stakeholder Management, Business Strategies, Project Management Software, Sprint Planning, Microsoft Teams, ChatGPT

    Beginner · Course · 1 - 3 Months

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In summary, here are 10 of our most popular computational thinking courses

  • Getting started with compositing in Adobe Photoshop: Adobe
  • Introduction to Data Science (Public Policy): O.P. Jindal Global University
  • Cisco Certified Support Technician IT Support 100-140 Unit 9: Pearson
  • Machine Learning e Data Mining in R: Università di Napoli Federico II
  • Getting Started with Adobe Illustrator: Adobe
  • JTBD Playbook: Align Strategy with Customer Needs: Packt
  • DeepSeek Essentials: From Foundations to Real-World Use: Board Infinity
  • Deep Learning with ANN in Python: Build & Optimize: EDUCBA
  • JavaScript essentials for Node-RED: Packt
  • الشبكات العصبونية الالتفافية: DeepLearning.AI

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